Theory

Listen, Repeat, Decide: Investigating Pronunciation Variation in Spoken Word Recognition among Russian Speakers COLING 2024 LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024 Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs NeurIPS 2024 Logical characterizations of recurrent graph neural networks with reals and floats NeurIPS 2024 Lookback Prophet Inequalities NeurIPS 2024 Low Degree Hardness for Broadcasting on Trees NeurIPS 2024 Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization NeurIPS 2024 Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024 LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024 Magnitude and timing of acceleration peaks in stressed and unstressed syllables Interspeech 2024 Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization IJCAI 2024 Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages NeurIPS 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality JMLR 2024 Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input NeurIPS 2024 Meaningful Causal Aggregation and Paradoxical Confounding CLeaR 2024 Measuring Per-Unit Interpretability at Scale Without Humans NeurIPS 2024 Measuring Retrieval Complexity in Question Answering Systems ACL 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024 Memorization Capacity of Multi-Head Attention in Transformers ICLR 2024 Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games AAAI 2024 MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024 MetaCURL: Non-stationary Concave Utility Reinforcement Learning NeurIPS 2024 Meta-Evaluation of Sentence Simplification Metrics COLING 2024